HEQ sets quantization step sizes from weight quantiles, achieving competitive CIFAR-10 accuracy and enabling logic-gated residual networks on STL-10.
Chewbaccann: A flexible 223 tops/w bnn accelerator,
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Histogram-Equalized Quantization for logic-gated Residual Neural Networks
HEQ sets quantization step sizes from weight quantiles, achieving competitive CIFAR-10 accuracy and enabling logic-gated residual networks on STL-10.